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Model Context Protocol
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1873 | 1873.Memorix Orchestrate A skill your agent uses when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI. | AVIDS2/ | 829 | — | ~416 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1874 | 1874.Build Screen melta DS の契約から画面 1 枚（ページ / スクリーン）を生成し、checkhtml で自己検証して coverage と評価不可まで報告する。トリガー: 「画面を作って」「〜ページを生成」「画面生成」「ダッシュボードを作って」「設定画面を作って」「build screen」「generate a page」。AGENTS.md のタスクベース読み込みガイドで契約を引き当て、最大 3… | tsubotax/ | 201 | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 1875 | 1875.Data Extractor Extract structured data from websites into CSV or JSON. An agent skill from hanzili/hanzi-browse. | hanzili/ | 177 | — | ~2.2k | Automated safety check: Pass | Unknown | 5 mo ago |
| 1876 | 1876.Bkend Storage bkend.ai file storage — upload (presigned URL), download (CDN), visibility levels, buckets. | ww-w-ai/ | 601 | — | ~901 | Automated safety check: Notes | Apache-2.0 | 14 days ago |
| 1877 | Inspects Figma designs through the figma CLI and Figma's MCP server to read variants, spacing, tokens and layouts and to extract assets for implementation. | asgeirtj/ | 69k | — | ~936 | Automated safety check: Pass | CC0-1.0 | yesterday |
| 1878 | 1878.Learn AI Engineering from Scratch 课程的交互式课程 tutor。读取 LEARNING.md，获取下一课， 在终端按章节教学，结尾测验并记录进度。可在克隆仓库中或完全通过 raw.githubusercontent.com 工作—— 无需设置。触发短语：“下一课”、“教我”、“继续课程”、“我们来学习”、“继续学习”，或 "next lesson", "teach… | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 1879 | 1879.Security Scan Scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. | affaan-m/ | 277k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | today |
| 1880 | 1880.Decompose Task A skill your agent uses when an existing task in an active Piyaz project carries scope larger than 13 points worth of work (composer's research brief raised the oversize-task flag, or the user… | FrkAk/ | 194 | — | ~4.3k | Automated safety check: Pass | AGPL-3.0 | 12 days ago |
| 1881 | 1881.MCP Server Patterns Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. | affaan-m/ | 277k | 5 repos | ~1k | Automated safety check: Pass | MIT | today |
| 1882 | 1882.H Verify Verifies that a recorded DecisionRecord still holds — baseline-vs-measure evidence loop with drift detection per FPF Evidence Decay. | m0n0x41d/ | 1.4k | — | ~3.5k | Automated safety check: Notes | Unknown | 13 days ago |
| 1883 | 1883.Generate Video 为分镜或自包含视频单元生成视频。当用户要求生成或重做视频时使用；支持整集、单项与批量自选. An agent skill from ArcReel/ArcReel. | ArcReel/ | 5.4k | — | ~1.3k | Automated safety check: Warn | AGPL-3.0 | yesterday |
| 1884 | Add visual filters (chart-based) to SAP Fiori Elements filter bar or value help using CAP or ABAP RAP. | SAP/ | 158 | — | ~3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1885 | 1885.Paper2xhs 把学术论文 PDF 转成小红书多图帖（标题 + 正文 + 标签 + 封面 + 论文主图/主实验结果配图）。你主导设计的协调式：机械活（MinerU 解析 PDF、生成封面与配图、半自动发布）交给 scripts/ 下的小工具，论文理解、选题角度、文案撰写由你亲自完成并在关键点与用户确认。当用户说“论文转小红书”、“paper2xhs”、“把这篇论文发小红书”、“论文转社交媒体”、“PDF… | QuZhan51496/ | 450 | — | ~3.1k | Automated safety check: Warn | Apache-2.0 | 2 mo ago |
| 1886 | A skill your agent uses when the adult weight-management MCP needs to be installed/set up in WorkBuddy (connector) or its result must be rendered as a standalone Chinese HTML plan. | infometa/ | 349 | — | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 1887 | 1887.Add Resource Scaffold a new MCP resource definition. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1888 | Explores code structure with tree-sitter AST search tools, getting a ranked symbol map and file outlines before reading full source, to save tokens. | thedotmack/ | 99k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1889 | 1889.Cesium Quickstart Guide users through their first interaction with the Cesium 3D globe via MCP tools | gaopengbin/ | 140 | — | ~354 | Automated safety check: Pass | MIT | today |
| 1890 | 1890.My PR Checker Manage your own GitHub pull requests — check CI status, inline review comments, PR-level comments, resolve review threads, fix issues, and iterate until all checks pass and threads are resolved. | homeassistant-ai/ | 5k | — | ~1.2k | Automated safety check: Notes | MIT | today |
| 1891 | 1891.Notion Openapi Skill Operate Notion Public API through UXC with a curated OpenAPI schema for search, block traversal, page reads, content writes, and data source/database inspection. | holon-run/ | 116 | — | ~2.3k | Automated safety check: Pass | MIT | 26 days ago |
| 1892 | 1892.Agents SDK Build AI agents on Cloudflare Workers using the Agents SDK. An agent skill from hodgef/apiker. | hodgef/ | 127 | 3 repos | ~3k | Automated safety check: Pass | MIT | 1 mo ago |
| 1893 | 1893.Js8 Test Run an end-to-end JS8 message round-trip between two virtual wfweb rigs. | adecarolis/ | 108 | — | ~2.2k | Automated safety check: Pass | GPL-3.0 | 4 days ago |
| 1894 | 1894.Pump AI Agents AI agent integration layer for the Pump SDK — agent instruction files, .well-known discovery, LLM context documents, 15+ skill files, MCP server prompts, and terminal management rules for GitHub… | nirholas/ | 134 | — | ~832 | Automated safety check: Pass | Unknown | today |
| 1895 | 1895.Memex Best Practices Zettelkasten best practices for building a high-quality knowledge graph. | iamtouchskyer/ | 143 | — | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 1896 | 1896.Changelog Format The shape of a CHANGELOG.md entry and heading in this repo. An agent skill from jgravelle/jcodemunch-mcp. | jgravelle/ | 2.8k | — | ~320 | Automated safety check: Pass | Unknown | today |
| 1897 | Design or interpret a comparison of Roam performance, detector accuracy, retrieval or workflow value. | Cranot/ | 517 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1898 | 1898.Memmesh CLI MemMesh CLI + local MCP server — the zero-infra, no-API-key path to the same engine as the hosted SDK. | ThinkfleetAI/ | 420 | — | ~855 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 1899 | Load immediately after an Agent intent. An agent skill from n8n-io/n8n. | n8n-io/ | 207k | — | ~2.5k | Automated safety check: Pass | Unknown | today |
| 1900 | Load when the request depends on what is already on this instance rather than on what the user just typed: a short or ambiguous opener ("fix it", "carry on", "what should I look at"), a reference to… | n8n-io/ | 207k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 1901 | Handles system follow-up turns: planned-task-follow-up (synthesize, replan, build-workflow, checkpoint), background-task-completed, running-tasks context, and create-tasks silence rules. | n8n-io/ | 207k | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 1902 | Load before build-workflow and before scoping or planning new workflows and feature additions, including requests spanning multiple workflows. | n8n-io/ | 207k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 1903 | 1903.Rfc Impl Generator Generate RFC and IMPL documents from a user-provided feature/fix description. | SepineTam/ | 264 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 1904 | 1904.Suede MCP Release QA Checks a Suede AI MCP server release against a live process: the full JSON-RPC lifecycle, schemas, annotations, malformed input, catalog agreement and install docs. | JasonColapietro/ | 127 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 1905 | Models people, organisations, devices, products and system components as entities in a Forgetful knowledge graph, then links memories and relationships to them. | ScottRBK/ | 301 | — | ~836 | Automated safety check: Pass | MIT | yesterday |
| 1906 | 1906.Sibyl Codex Writer Sibyl Codex 写作 agent - 使用 Codex (GPT-5) 撰写论文. An agent skill from Sibyl-Research-Team/AutoResearch-SibylSystem. | Sibyl-Research-Team/ | 283 | — | ~268 | Automated safety check: Notes | No licence | 6 mo ago |
| 1907 | 1907.Analyst Estimates Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage. | OctagonAI/ | 127 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 1908 | How to test System Bridge - Go table-driven tests and commands, web-client quality checks (lint/typecheck/format, no unit tests), the Chrome DevTools MCP interactive test loop for UI and WebSocket… | timmo001/ | 357 | — | ~844 | Automated safety check: Pass | Apache-2.0 | today |
| 1909 | 1909.Session Analyzer Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser. | bobmatnyc/ | 156 | — | ~2.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 1910 | Design or audit a Jacobian operation’s mathematical contract, boundedness, exact results, and composition. | morluto/ | 220 | — | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 1911 | 1911.Control Browser A skill your agent uses when opening, navigating, inspecting, testing, clicking, typing, filling, screenshotting, or verifying web pages and local HTTP targets (localhost, 127.0.0.1, ::1) inside… | zai-org/ | 7.7k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1912 | 1912.Performance Patterns A skill your agent uses when optimizing Apple Mail MCP operations, diagnosing slow queries, adding new filtering logic, or modifying how data is fetched from Mail.app. | s-morgan-jeffries/ | 104 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 1913 | 1913.Add Gitmcp Adds a GitMCP URL for a GitHub repository to the project's MCP configuration (.cursor/mcp.json). | Cybereason-Public/ | 280 | — | ~919 | Automated safety check: Pass | GPL-2.0 | 3 days ago |
| 1914 | 1914.Learn MCP Tutor An interactive tutor for the Model Context Protocol path in AI Engineering from Scratch, teaching one lesson per invocation and recording wire evidence in MCP-LEARNING.md. | rohitg00/ | 67k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 1915 | 1915.MCP Wizard Generate MCP server drafts from requirements. An agent skill from loocor/codmate. | loocor/ | 667 | — | ~130 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 1916 | Query Airtable MCP to fetch experiment metadata and generate a DynaCLR collection YAML for training | mehta-lab/ | 104 | — | ~1.8k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 1917 | 1917.Anarlog Query Anarlog meetings, notes, summaries, transcripts, participants, action items, and recurring history. | fastrepl/ | 9.5k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 1918 | 1918.MCP Manager Manage MCP (Model Context Protocol) servers for openclacky: add, list, probe, remove, reconfigure. | clacky-ai/ | 1.2k | — | ~3k | Automated safety check: Pass | MIT | today |
| 1919 | 1919.Release V5 Acp Release @mcpc/acp-ai-provider package for AI SDK v5 (0.1.x versions) from release-v5 branch. | mcpc-tech/ | 103 | — | ~657 | Automated safety check: Pass | MIT | 5 days ago |
| 1920 | 1920.Doctor Diagnose WhatsApp channel problems — checks the server process, singleton lock, linked-device auth, access config, and optional features, then explains what's broken and how to fix it | Rich627/ | 103 | — | ~633 | Automated safety check: Pass | Apache-2.0 | yesterday |
